Exploring flexible polynomial regression as a method to align routine clinical outcomes with daily data capture through remote technologies.

BACKGROUND: Clinical outcomes are normally captured less frequently than data from remote technologies, leaving a disparity in volumes of data from these different sources. To align these data, flexible polynomial regression was investigated to estimate personalised trends for a continuous outcome over time. METHODS: Using electronic health records, flexible polynomial regression models inclusive of a 1st up to a 4th order were calculated to predict forced expiratory volume in 1 s (FEV1) over time in children with cystic fibrosis. The model with the lowest AIC for each individual was selected as the best fit. The optimal parameters for using flexible polynomials were investigated by comparing the measured FEV1 values to the values given by the individualised polynomial. RESULTS: There were 8,549 FEV1 measurements from 267 individuals. For individuals with > 15 measurements (n = 178), the polynomial predictions worked well; however, with < 15 measurements (n = 89), the polynomial models were conditional on the number of measurements and time between measurements. The method was validated using BMI in the same population of children. CONCLUSION: Flexible polynomials can be used to extrapolate clinical outcome measures at frequent time intervals to align with daily data captured through remote technologies.

Respiratory Function and Sleep Disordered Breathing in Pediatric Duchenne Muscular Dystrophy.

BACKGROUND AND OBJECTIVES: The decline of respiratory function in Duchenne muscular dystrophy (DMD) is associated with sleep disordered breathing (SDB) and alteration of nocturnal gas exchange, first manifesting as nocturnal hypoventilation (NH). However, the correlation between the pulmonary function measured by spirometry (PFT) and the onset of SDB with or without NH is unclear. The aims of this study are to identify the prevalence and features of SDB and to investigate the relationship between lung function determined by forced vital capacity (FVC) and sleep abnormalities in a large pediatric DMD population. METHODS: This was a retrospective, single-center cohort study. FVC% predicted (FVC%) was calculated using predicted equations from the Global Lung Function Initiative. NH was defined by transcutaneous (tc) CO2 >50 mm Hg for >25% of total sleep time (TST), borderline NH by a mean tcCO2 between 45 and 50 mm Hg or tcCO2>50 mm Hg for ≤25% of TST, and clinically meaningful obstructive sleep apnea (OSA) by obstructive apnea-hypopnea index >5. The sensitivity, specificity, and positive and negative predictive values of FVC < 50% to indicate the presence of nocturnal hypoventilation were calculated. RESULTS: One hundred thirty-four patients underwent 284 sleep studies and 1222 PFT. The mean (SD) age at the first and the last sleep study was 12.9 (2.7) and 14.3 (2.6) years, respectively. Borderline NH (n = 31) was detected in both ambulant and early-nonambulant participants, while 100% of NH cases (n = 14) were nonambulant. NH was detected in 4 of the 14 patients despite an FVC >50%. Seventeen of the 26 patients with OSA presented with concomitant NH or borderline NH. FVC <50% was associated with NH indicating a sensitivity and specificity of 73% and 86%, respectively. Positive and negative predictive values were 32% and 97%, respectively. PFT showed a nonlinear, sudden FVC% decline in 18% of cases. DISCUSSION: FVC% <50 was associated with NH in close to a third of patients. CO2 elevation can be associated with obstructive/pseudo-obstructive events and was also observed in early nonambulant cases or in the presence of FVC >50%. These results are relevant for the clinical management of SDB.

"You're on mute!" Does pediatric CF home spirometry require physiologist supervision?

INTRODUCTION: The coronavirus disease 2019 (COVID-19) pandemic has accelerated the move towards home spirometry monitoring, including in children. The aim of this study is to determine whether the remote supervision of spirometry by a physiologist improves the technical quality and failure rate of the maneuvers. METHOD: Children with cystic fibrosis who had been provided with NuvoAir home spirometers were randomly allocated to either supervised or unsupervised home spirometry following a detailed training session. Home spirometry was performed every 2 weeks for 12 weeks. Tests were assigned a quality factor (QF) using our laboratory grading system as per American Thoracic Society/European Respiratory Society standards, with tests marked from A to D, or Fail. In our laboratory, we aim for QF A in all spirometry tests, but report results of QF B or C with a cautionary note. QF A was, therefore, the primary outcome, and QF A-C, the secondary outcome. RESULTS: Sixty-one patients were enrolled; 166 measurements were obtained in the supervised group, and 153 in the unsupervised group. Significantly more measurements achieved QF A in the supervised compared to unsupervised group (89% vs. 74%; p = <0.001), while proportions reaching Grade A-C were similar (99% vs. 95%; p = 0.1). All significant declines in spirometry results had a clinical rather than technical reason. Family/patient feedback for both arms was very positive. CONCLUSION: These results suggest that home spirometry in children should ideally be remotely supervised by a physiologist, but acceptable results can be obtained if resources do not allow this, provided that training is delivered and results monitored according to our protocol.

Selenoprotein N-related myopathy: a retrospective natural history study to guide clinical trials.

OBJECTIVE: To describe clinical features and disease progression of Selenoprotein N-related myopathy in a large multicenter cohort of patients. METHODS: Cross-sectional multicenter data analysis of 60 patients (53 families) with Selenoprotein N-related myopathy and single-center retrospective longitudinal analysis of 25 patients (21 families) over a median period of 5.3 years. RESULTS: The majority of patients (46/60, 77%) presented before age 2 years with hypotonia, poor head/neck control, and developmental delay. At last assessment (median age 14 years; range 2.5 to 36 years), 10/60 patients had minimal or no ambulation. Ventilatory support was initiated in 50/60 patients at a mean Forced Vital Capacity (FVC) of 38% and at a median age of 13 years. Forty-five/60 patients developed scoliosis (at median age 12.1 years) and 18 had scoliosis surgery at a median age of 13.6 years. Five children needed nasogastric feeds and/or gastrostomy. Longitudinal data analysis on 25 patients showed progressive decline of Hammersmith functional motor scores (estimated annual change -0.55 point), time to walk 10 meter, time standing from sitting, and from lying. Sixteen patients had weights < 2nd centile. The estimated change in FVC % per year was -2.04, with a 95% CI (-2.94, -1.14). CONCLUSIONS: This comprehensive analysis of patients with Selenoprotein N-related myopathy further describes the clinical course of this rare condition. The observed functional motor and respiratory data provide evidence of the slow decline patients experience over time which is useful when considering therapeutic intervention.

Screening for sleep-disordered breathing with Pediatric Sleep Questionnaire in children with underlying conditions.

The Pediatric Sleep Questionnaire described by Chervin et al. (Sleep Medicine, 2000, 1, 21-32) was originally validated for children with obstructive sleep apnoea syndrome but without other disorders. The aim of our study was to check the applicability of this questionnaire in children with underlying chronic medical conditions. Children aged 2-18 years who underwent a diagnostic sleep study at Great Ormond Street Hospital were recruited over a 10-month period. The Pediatric Sleep Questionnaire completed by their parents and cardiorespiratory polygraphy were scored. Sensitivities and specificities of the Pediatric Sleep Questionnaire were calculated using a Pediatric Sleep Questionnaire score of 0.33 as being indicative of sleep-disordered breathing. A total of 561 patients were reviewed. Neuromuscular disorders (n = 108), craniofacial anomalies (n = 58) and the obstructive sleep apnea syndrome control group (n = 155) were best represented. The sensitivity for patients with isolated obstructive sleep apnoea syndrome was 76.5% when using an apnoea-hypopnoea index ≥ 5, but this was much lower when looking at specific sub-groups such as neuromuscular patients (25%) or patients with Trisomy 21 (36.7%). Sensitivities remained unchanged for patients with obstructive sleep apnoea syndrome (77.3%) when an apnoea-hypopnoea index of ≥ 1 was used, but improved for neuromuscular disorders sub-groups (36.7%) and Trisomy 21 (84%). In conclusion, the Pediatric Sleep Questionnaire is not a good screening tool for obstructive sleep apnoea syndrome in children with complex underlying disorders when a cut-off apnoea-hypopnoea index of ≥ 5 is used, and it cannot replace cardiorespiratory polygraphy recording.

Hypoventilation disproportionate to OSAS severity in children with Prader-Willi syndrome.

OBJECTIVE: To test the hypothesis that children with Prader-Willi syndrome (PWS) and obstructive sleep apnoea syndrome (OSAS) have hypercapnia for higher proportion of total sleep time (TST) than non-syndromic children with similar obstructive apnoea-hypopnoea index (OAHI). DESIGN: Cross-sectional study. SETTING: Two tertiary care hospitals. PATIENTS: Patients with PWS and non-syndromic children with snoring who underwent polygraphy and were of similar age, body mass index (BMI) z-score and OAHI. MAIN OUTCOME MEASURE: The two groups were compared regarding %TST with transcutaneous CO2 (PtcCO2) >50 mm Hg. The interaction between PWS diagnosis and OSAS severity (OAHI <1 episode/h vs 1-5 episodes/h vs >5 episodes/h) regarding %TST with PtcCO2 >50 mm Hg was tested using multiple linear regression. RESULTS: 48 children with PWS and 92 controls were included (median age 2.3 (range 0.2-14.1) years vs 2.2 (0.3-15.1) years; BMI z-score 0.7±1.9 vs 0.8±1.7; median OAHI 0.5 (0-29.5) episodes/h vs 0.5 (0-33.9) episodes/h; p>0.05). The two groups did not differ in %TST with PtcCO2 >50 mm Hg (median 0% (0-100%) vs 0% (0-81.3%), respectively; p>0.05). However, the interaction between PWS and OSAS severity with respect to duration of hypoventilation was significant (p<0.01); the estimated mean differences of %TST with PtcCO2 >50 mm Hg between children with PWS and controls for OAHI <1 episode/h, 1-5 episodes/h and >5 episodes/h were +0.2%, +1% and +33%, respectively. CONCLUSION: Increasing severity of upper airway obstruction during sleep in children with PWS is accompanied by disproportionately longer periods of hypoventilation when compared with non-syndromic children with similar frequency of obstructive events.

The Young Everest Study: preliminary report of changes in sleep and cerebral blood flow velocity during slow ascent to altitude in unacclimatised children.

BACKGROUND: Cerebral blood flow velocity (CBFV) and sleep physiology in healthy children exposed to hypoxia and hypocarbia are under-researched. AIM: To investigate associations between sleep variables, daytime end-tidal carbon dioxide (EtCO2) and CBFV in children during high-altitude ascent. METHODS: Vital signs, overnight cardiorespiratory sleep studies and transcranial Doppler were undertaken in nine children (aged 6-13 years) at low altitude (130 m), and then at moderate (1300 m) and high (3500 m) altitude during a 5-day ascent. RESULTS: Daytime (130 m: 98%; 3500 m: 90%, p=0.004) and mean (130 m: 97%, 1300 m: 94%, 3500: 87%, p=0.0005) and minimum (130 m: 92%, 1300 m: 84%, 3500 m: 79%, p=0.0005) overnight pulse oximetry oxyhaemoglobin saturation decreased, and the number of central apnoeas increased at altitude (130 m: 0.2/h, 1300 m: 1.2/h, 3500 m: 3.5/h, p=0.2), correlating inversely with EtCO2 (R(2) 130 m: 0.78; 3500 m: 0.45). Periodic breathing occurred for median (IQR) 0.0 (0; 0.3)% (130 m) and 0.2 (0; 1.2)% (3500 m) of total sleep time. At 3500 m compared with 130 m, there were increases in middle (MCA) (mean (SD) left 29.2 (42.3)%, p=0.053; right 9.9 (12)%, p=0.037) and anterior cerebral (ACA) (left 65.2 (69)%, p=0.024; right 109 (179)%; p=0.025) but not posterior or basilar CBFV. The right MCA CBFV increase at 3500 m was predicted by baseline CBFV and change in daytime SpO2 and EtCO2 at 3500 m (R(2) 0.92); these associations were not seen on the left. CONCLUSIONS: This preliminary report suggests that sleep physiology is disturbed in children even with slow ascent to altitude. The regional variations in CBFV and their association with hypoxia and hypocapnia require further investigation.

Effect of palate re-repairs and hynes pharyngoplasties on pediatric airways: an analysis of preoperative and postoperative cardiorespiratory sleep studies.

OBJECTIVES : To determine whether Sommerlad palate re-repairs and Hynes pharyngoplasties cause obstructive sleep apnea/hypopnea or increased upper airway resistance. DESIGN : Prospective before-and-after study. SETTING : Tertiary cleft unit. PATIENTS : A total of 44 patients undergoing a Sommerlad palate re-repair or a Hynes pharyngoplasty. Interventions : Preoperative and postoperative multichannel cardiorespiratory sleep studies. MAIN OUTCOME MEASURES : The main outcome measures were mean arterial oxygen saturation, desaturation index, percentage of time spent with arterial oxygen saturation <90%, mean pulse rate, number of pulse rate rises (arousals) per hour, inspiratory effort derived from pulse transit time, pulse transit time arousals, and snoring. RESULTS : No patient in either group required intervention for airway obstruction or obstructive sleep apnea/hypopnea. Re-repairs caused no significant change in any parameter. Hynes caused an increase in inspiratory effort (P = .04) and obstructive sleep apnea/hypopnea grading (P = .002). All other parameters showed no significant deterioration. No patient developed more than mild/moderate obstructive sleep apnea/hypopnea. Snoring and arterial oxygen saturation levels were not reliable indicators of increased inspiratory effort. CONCLUSIONS : A palate re-repair had no significant adverse effect on the airway. A Hynes, in patients with optimized velar function, caused a significant increase in inspiratory effort and obstructive sleep apnea/hypopnea grade. However, compared with studies on midline flaps and on sphincter pharyngoplasties, a Hynes appears to be less obstructive. Failure to study changes in inspiratory effort in patients undergoing velopharyngeal incompetence surgery may underestimate the obstructive effect of pharyngoplasties.

Discrepancies between pediatric laboratories in pulmonary function results from healthy children.

BACKGROUND: Multi-center research studies that include pulmonary function as an objective outcome are increasingly important in pediatric respiratory medicine. The need for local controls rather than depending on published normative data for lung function remains debatable. AIM: To compare pulmonary function in childhood controls with no respiratory symptoms from three centers in the United Kingdom and ascertain the extent to which current reference equations are appropriate for this population. METHODS: Spirometry, plethysmographic lung volumes, and specific airways resistance (sRaw) were measured within specialized pediatric laboratories in children from three geographical locations throughout the UK (London, Leicester, and Glasgow), using identical equipment, software and standard operating procedures. Results were compared between centers and in relation to recent or commonly used UK pediatric reference values. RESULTS: Pulmonary function was assessed in 94 healthy children (mean (SD) age: 7.7 (0.6) years; 88% white Caucasians; ∼30 from each center). There were no significant differences in background demographics or spirometric outcomes when compared between centers. By contrast, statistically significant differences in plethysmographic lung volumes and sRaw were observed between-centers. Significant differences in relation to published reference data for white subjects were noted for FEV(1) in all three centers and occasionally for other lung function measures but the differences from predicted values were small (within ± 0.5 z-score) and not clinically significant. CONCLUSION: After appropriate inter-laboratory standardization, spirometric measurements in children can be measured in different centers without evidence of systematic differences. However, even after extensive standardization procedures, plethysmographic measures appear more prone to inter-center differences and cannot, at present, be reliably compared across centers without incorporating controls at each location.

Sickle cell disease: ischemia and seizures.

Although the prevalence of seizures in children with sickle cell disease (SCD) is 10 times that of the general population, there are few prospectively collected data on mechanism. With transcranial Doppler and magnetic resonance imaging (MRI) and angiography, we evaluated 76 patients with sickle cell disease, 29 asymptomatic and 47 with neurological complications (seizures, stroke, transient ischemic attack, learning difficulty, headaches, or abnormal transcranial Doppler), who also underwent bolus-tracking perfusion MRI. The six patients with recent seizures also had electroencephalography. Group comparisons (seizure, nonseizure, and asymptomatic) indicated that abnormal transcranial Doppler was more common in the seizure (4/6; 67%) and nonseizure (26/41; 63%) groups than in the asymptomatic (10/29; 34%) group (chi2; p = 0.045), but abnormal structural MRI (chi2; p = 0.7) or magnetic resonance angiography (chi2; p = 0.2) were not. Relative decreased cerebral perfusion was found in all seizure patients and in 16 of 32 of the remaining patients with successful perfusion MRI (p = 0.03). In the seizure patients, the perfusion abnormalities in five were ipsilateral to electroencephalographic abnormalities; one had normal electroencephalogram results. These findings suggest that vasculopathy and focal hypoperfusion may be factors in the development of sickle cell disease-associated seizures.

Exhaled nitric oxide increases following admission for intravenous antibiotics in children with cystic fibrosis.

BACKGROUND: Lack of standardisation for the measurement of exhaled nitric oxide (NO) (FENO) has resulted in conflicting data in cystic fibrosis (CF). The aim of this study was to assess whether FENO is a useful non-invasive marker of lung disease in CF by assessing the effect of intravenous (IV) antibiotics on FENO. METHODS: FENO was measured on line, according to recently published ERS/ATS guidelines, using a chemiluminescence analyser together with pulmonary function in 14 CF children prior to and following a course of IV antibiotics. RESULTS: There was a significant improvement in mean (S.E.M.) % FEV1 from 60.0 (6.3) to 68.0 (5.4) (P < 0.05) and mean (S.E.M.) % FVC from 66.3 (5.5) to 75.1 (4.9) (P < 0.01). FENO increased significantly from median (range) 5.8 (2.0-14.3) to 9.2 ppb (0.8-25.1) (P < 0.05). There was no correlation between FE(NO) and lung function. Subgroup analysis on those with chronic Pseudomonas aeruginosa infection (n = 6) demonstrated no significant change in FENO. CONCLUSIONS: Using a flow of 50 ml/s, FENO increases following admission for IV antibiotic treatment in children with CF but does not correlate with lung function. It is not a useful marker of lung diseases in CF, which has implications for clinical practice.